Lab’s slides placeholder

Practice session slides will become available during the workshop

M. Chiara Mimmi, Ph.D. | Università degli Studi di Pavia

July 25, 2024

WORKSHOP TOPICS

  1. Intro to R and data analysis

    • Descriptive statistics and visual data exploration
  2. Statistical inference & hypothesis testing

    • probability, CI, comparing 1 sample to population, comparing 2 samples, tests
  3. From association to prediction

    • Supervised ML (regression)
  4. Intro to ML, elements of power analysis

    • Unsupervised ML algorithm (PCA)

WORKSHOP SCHEDULE

  • 4 days

  • Each day will include:

    • Frontal class (MORNING)
    • Practical training with R about the topics discussed in the morning. (AFTERNOON)